Full-Stack & Data Science

 

Data Science Undergraduate at Universitas Terbuka based in Bogor. Operating as a Full-Stack Web Developer and Full-Stack Data Analyst. Capable of building scalable web applications (Go, Next.js, React, Supabase, Laravel) and end-to-end data pipelines (SQL extraction, Python statistical modeling, Tableau BI).

Core Stack:
Santo Parningotan Hutapea
const developer = {
  name: "Santo Parningotan",
  role: "Full-Stack & Data Science",
  location: "Bogor, ID"
};
Capabilities

Technical Toolkit

Structured tech stack and libraries I leverage across full-stack software development, data science, and AI pipelines.

💻 Full-Stack Web Development

Go (Golang) Next.js React TypeScript Tailwind CSS Supabase JavaScript (ES6+) HTML5 CSS3 Three.js GSAP Chart.js Laravel

📊 Data Analytics & Data Science

Python Pandas NumPy Statsmodels PostgreSQL MySQL phpMyAdmin SQLite DuckDB Tableau BI Advanced Excel Matplotlib

🤖 AI & Generative AI

Gemini API LLM Integration AI Workflows

🛠️ Tools & Infrastructure

Git & GitHub Vercel Node.js RESTful API Linux
Interactive Engine

Live Data Query Engine

Click any business scenario below to test real-time analytical SQL query execution.

production_db.sql
-- Select a scenario to render SQL script
Database execution output will be displayed here...
Academic Background

Education

Universitas Terbuka 2025 — Present
Bachelor of Science in Data Science | Bogor, Indonesia
Core Coursework: Database Systems (SQL), Applied Linear Models, Data Structures & Algorithms, Object-Oriented Programming (Python/Java), and Statistical Inference.
Career History

Experience

Social Media & Operations Specialist 2019 — 2023
Freelance / Contract
  • Analyzed metric performance via Meta Business Suite to scale organic account reach up to 70,000 followers.
  • Formulated content strategy based on audience retention patterns, averaging 10,000 engagements per post.
Multimedia & Broadcasting Staff 2020 — 2021
Part-time | Bogor, Indonesia
Managed OBS Studio streaming setups, network routing, and hardware troubleshooting ensuring continuous zero downtime live broadcasts.
Portfolio

Featured Projects

A list of full-stack web applications, automated binary parsers, econometric modeling, and enterprise BI dashboards.

01 / Modern POS System (Forge Barber) Full-Stack Web App & Deployment
Developed a production-ready Point of Sale (POS) system for barbershop operations. Features service catalog management, product retail tracking, clean transaction processing, real-time analytics dashboard, and automated database cleanup procedures for client handover.
Next.js Supabase Go Vercel REST API Tailwind CSS
02 / Full-Stack Vape Store POS & Financial System Web Application & Analytics
Engineered a role-based POS web system (Owner vs Cashier) designed to optimize inventory tracking for complex vape variants (nicotine levels, ohm resistance) and real-time Net Profit/COGS calculation. Features fast-tap cashier interface, multi-payment tracking (Cash, QRIS, BCA Transfer), and automated daily sales analytics.
Laravel MySQL Tailwind CSS Node.js Chart.js
03 / ECU Hexadecimal Data Parser & 3D Mapping Hex-to-Matrix Automation
Extracted raw binary memory dumps from vehicle ECU flash memory. Developed automated Python scripts using byte-pattern matching to convert raw hexadecimal data into structured numerical matrices for interactive 3D surface visualizations.
Python NumPy Matplotlib Binary Parsing
04 / Econometric Logistic Regression (SUSENAS BPS) McFadden Pseudo R²: 60.8%
Constructed a Multiple Logistic Regression econometric model using Pandas and Statsmodels to predict household vehicle asset ownership. Processed thousands of micro-sample rows from BPS national survey data, performing data cleaning, outlier removal, and multicollinearity diagnostics.
Python Statsmodels Pandas Inference Stats
05 / Enterprise BI Dashboard & Automation 80% Reporting Automation
Designed interactive business intelligence dashboards in Tableau Desktop to track operational KPIs. Integrated complex Excel matrix functions (XLOOKUP, INDEX/MATCH, Pivot Tables) to streamline periodic reporting workflows.
Tableau BI Advanced Excel KPI Optimization
Verified Credentials

Certifications

RevoU Certificate
Intro to Data Analytics
RevoU (2026)
Key Learnings: Core data analytics lifecycle, data storytelling framework, exploratory data analysis (EDA), and business case study metrics.
Tableau Certificate
Tableau Desktop Fundamentals
Zenith Academy (2025)
Key Learnings: Data source modeling, calculated fields, dynamic parameters, interactive dashboard design, and visual analytics.
Snowflake Certificate
Snowflake Discover AI
Snowflake (2026)
Key Learnings: Cloud data lakehouse architecture, scalable AI-driven data pipelines, and distributed data warehousing.
Peking University Certificate
Chinese for HSK 1
Peking University / Coursera (2026)
Key Learnings: Mandarin Chinese communication proficiency, Pinyin phonetics, structural vocabulary, and HSK 1 grammar.
Yonsei Certificate
First Step Korean
Yonsei University / Coursera (2026)
Key Learnings: Foundational Korean language skills, Hangul writing/reading system, everyday expressions, and conversational structures.
Communication

Languages

Indonesian
Native / Fluent
English
Professional
Spanish
Basic / Elementary
Korean
Basic (Yonsei Cert)
Mandarin
Basic (HSK 1 / Peking)
German
Basic / Elementary